{"id":"W7028291291","doi":"","title":"Feature Story: Computer science professor is named a top young scholar","year":2016,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Sociology of scientific knowledge","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495135,0.0005149863,0.0004238298,0.0007035533,0.01230091,0.00854688,0.001289433,0.006387243,0.1826973],"category_scores_gemma":[0.007206383,0.0004137009,0.0005871122,0.001096695,0.001360567,0.004306708,0.003208328,0.007795156,0.1168222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004253642,"about_ca_system_score_gemma":0.007446191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07674448,"about_ca_topic_score_gemma":0.201867,"domain_scores_codex":[0.9982902,0.0001535843,0.0000420322,0.0002047399,0.0008168645,0.0004925193],"domain_scores_gemma":[0.993799,0.0004304655,0.00009581993,0.000219098,0.001851726,0.003603888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003714084,0.000003956338,0.00006708001,0.000003884069,3.990158e-7,0.00002829184,0.00005680544,0.000003201234,0.00001088225,0.0006486488,0.9967604,0.002412756],"study_design_scores_gemma":[0.00000410779,0.000005112364,0.0002246331,0.00001439311,0.000001287804,0.00008413071,0.0003434234,0.00001353989,0.00005528329,0.0001932873,0.9990552,0.000005621531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002760871,0.001956273,0.0005800157,0.3671872,0.03993934,0.0001144543,0.003217906,0.001415006,0.5828289],"genre_scores_gemma":[0.007226406,0.000708733,0.0001293682,0.04006139,0.002624897,0.00003962822,0.0007499286,0.0004966075,0.947963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1826973,"threshold_uncertainty_score":0.6111832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009583342672958808,"score_gpt":0.2265720056338416,"score_spread":0.2169886629608828,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}